Skip to content
View Zaido219's full-sized avatar

Block or report Zaido219

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Zaido219/README.md
Creation of Code


Hi πŸ‘‹, I'm John Phillip Lor Malbas!

Software Engineer | Backend & Systems Development

I'm a Bachelor of Science in Information Technology graduate interested in building reliable software, backend systems, and developer-focused applications. My primary interests are backend engineering, system design, clean architecture, and understanding how software works beneath high-level abstractions.

I enjoy building projects from the ground upβ€”from desktop applications and networking systems to data-driven applications and AI-powered tools. I'm particularly interested in C#/.NET and Python, while continuously expanding my knowledge across software architecture, databases, APIs, and AI engineering.


πŸ”­ Currently Exploring

  • AI Engineering β€” building practical applications around LLMs, RAG, embeddings, and AI-powered workflows.
  • Backend Systems β€” APIs, databases, networking, concurrency, and service architecture.
  • Software Architecture β€” SOLID principles, separation of concerns, dependency management, and maintainable system design.
  • C# / .NET β€” strengthening my understanding of application architecture, system design, and backend development.

πŸ“‚ Featured Projects

πŸ“± FB Content Automation

An experimental content pipeline that transforms single concept inputs into brand-aligned image prompts and handles automated publishing. Built for the Batang90 concept to automate prompt engineering, human-in-the-loop review, and direct social media deployment.

Tech Stack:

Python Google Gemini Streamlit Meta JSON

Focus:

  • Config-driven prompt orchestration with dynamic rule injection and feedback loops.
  • Google AI Imagen integration for automated visual content generation.
  • Facebook Graph API integration for programmatic page publishing.
  • Streamlit desktop workflow for real-time asset review, rejection feedback, and approval.
System Architecture Streamlit UI Demo

View Repository


πŸ€– Local RAG Pipeline

A modular, locally hosted Retrieval-Augmented Generation system that combines semantic vector retrieval with LLMs and local embeddings to provide context-aware answers over local document collections. It also explores real-time text and speech interaction.

Tech Stack:

Ollama Google Gemini Python ChromaDB Streamlit

Focus:

  • Modular software design and separation of responsibilities.
  • Semantic vector search and context retrieval using ChromaDB.
  • LLM integration and multimodal interaction.
  • Interactive application development using Streamlit.

Local RAG Pipeline Demo

View Repository


β™ŸοΈ Chess Engine

A desktop chess application built with C# and Raylib, focusing on board-state representation, move validation, game-state management, and implementing core engine logic from first principles.

Tech Stack:

C# raylib

Focus:

  • Custom game and board-state management.
  • Move validation and chess rules.
  • Dependency management and separation of concerns.
  • Understanding lower-level implementation details.
System Architecture Streamlit UI Demo

View Repository


🌐 Static Web Server

A lightweight, multi-threaded static file server built with C# and raw TCP sockets. The project explores networking fundamentals by implementing HTTP request parsing and connection handling without relying on high-level web server abstractions.

Tech Stack:

C# .NET

Focus:

  • HTTP/1.1 request parsing and response handling.
  • TCP socket communication.
  • Concurrent connection management.
  • Static asset delivery and stream handling.

View Repository



πŸ’» About Me

  • πŸš€ Currently seeking opportunities in Software development AI engineering and Backend engineering.
  • πŸŽ“ Bachelor of Science in Information Technology graduate from Bulacan Agricultural State College (BASC).
  • πŸ› οΈ Interested in software architecture, SOLID principles, system design, and maintainable software.
  • 🧠 I enjoy building core logic and systems from the ground up to better understand how they work under the hood.
  • πŸ€– Exploring AI engineering, LLM applications, RAG, and intelligent software systems.

πŸ“Š GitHub Metrics & Insights

John's GitHub Stats John's Top Languages

πŸ› οΈ Tech Stack & Tooling

Languages

C# Python JavaScript SQL C++

Backend & Frameworks

.NET Django REST API

AI & Data

Google Gemini ChatGPT Claude Ollama ChromaDB

Frontend

JavaScript React Tailwind CSS HTML5 CSS3

Databases & Testing

MySQL xUnit PyTest

DevOps & Development Tools

Docker Git GitHub Actions Postman

Systems & Hardware

Raylib Arduino


🧠 Engineering Philosophy

I like software that is easy to understand, test, replace, and extend. I aim to keep responsibilities separated and dependencies explicit so that individual components can evolve without unnecessarily affecting the rest of the system.



πŸ“« Connect With Me

LinkedIn Email Portfolio Facebook


"An investment in knowledge always pays the best interest."

Pinned Loading

  1. local-RAG-pipeline local-RAG-pipeline Public

    A modular, local legal RAG pipeline for document ingestion, semantic search, and continuous chat, featuring Speech-to-Text and Text-to-Speech support.

    Python

  2. custom-chess-engine custom-chess-engine Public

    A performant desktop chess application built with C# and Raylib. Emphasizes low-level bit manipulation, state representation, and clean UI-core decoupling to deliver real-time move validation and c…

    C#

  3. Notepad Notepad Public

    A notepad clone built with c#, and WPF that follows the MVVM architecture

    C#

  4. static-html-server static-html-server Public

    C#

  5. DigitalClockApp DigitalClockApp Public

    A simple digital clock using winforms

    C#

  6. photobooth-app photobooth-app Public

    A browser based photobooth like app

    TypeScript